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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Black King Bar | 1152 | 27.43% | 49.6 | 50.00% | +10.14% | +4.17% | -0.69% | -0.45% | 28:46 | 13:26 | 22:25 | 26:44 | 33:14 | 1:10:59 | 08:00 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Riki | 2 | 50.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 33:06 | 33:06 | 35:51 | 35:51 | 35:51 | 02:45 | 02:02 |
 | Earthshaker | 3 | 30.00% | 98.9 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 34:15 | 26:11 | 26:11 | 33:57 | 42:36 | 42:36 | 16:25 | 12:09 |
 | Primal Beast | 24 | 75.00% | 97.7 | 75.00% | +12.50% | -41.67% | +8.33% | 4.16% | 24:28 | 15:40 | 17:24 | 20:10 | 29:25 | 52:27 | 12:01 | 08:54 |
 | Nature's Prophet | 1 | 50.00% | 96.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Meepo | 1 | 50.00% | 95.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 00:00 | 00:00 |
 | Muerta | 9 | 52.94% | 94.3 | 77.78% | +15.28% | -27.78% | +22.22% | 10.68% | 27:19 | 20:38 | 24:54 | 28:17 | 29:35 | 31:31 | 04:41 | 03:28 |
 | Lifestealer | 2 | 28.57% | 93.2 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:43 | 23:43 | 24:10 | 24:10 | 24:10 | 00:27 | 00:20 |
 | Beastmaster | 33 | 34.02% | 92.0 | 69.70% | +7.20% | -7.20% | -19.70% | -1.12% | 32:18 | 20:12 | 25:31 | 30:04 | 36:41 | 51:06 | 11:10 | 08:16 |
 | Sven | 25 | 89.29% | 90.9 | 60.00% | +26.67% | +23.33% | -10.00% | -11.05% | 20:16 | 16:08 | 17:56 | 19:25 | 20:57 | 28:32 | 03:01 | 02:14 |
 | Enigma | 17 | 60.71% | 89.8 | 64.71% | +28.35% | -14.71% | +10.29% | 2.99% | 29:24 | 22:30 | 24:46 | 28:11 | 33:07 | 38:56 | 08:21 | 06:11 |
 | Windranger | 42 | 42.42% | 88.6 | 64.29% | +16.92% | +8.44% | +15.71% | 0.78% | 29:16 | 17:39 | 23:13 | 28:01 | 32:34 | 60:53 | 09:21 | 06:55 |
 | Luna | 6 | 66.67% | 87.5 | 66.67% | 0.00% | +33.33% | -66.67% | -55.56% | 19:15 | 17:34 | 18:17 | 19:26 | 20:05 | 20:06 | 01:48 | 01:20 |
 | Spirit Breaker | 55 | 36.91% | 86.4 | 63.64% | +24.28% | +7.79% | +0.65% | -0.63% | 31:48 | 18:00 | 25:15 | 29:30 | 36:33 | 1:08:19 | 11:18 | 08:22 |
 | Axe | 18 | 75.00% | 85.2 | 61.11% | +11.11% | +38.89% | +13.89% | -5.56% | 25:23 | 19:09 | 22:47 | 25:10 | 27:17 | 33:14 | 04:30 | 03:20 |
 | Abaddon | 3 | 12.00% | 84.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:17 | 28:47 | 28:47 | 41:59 | 47:05 | 47:05 | 18:18 | 13:33 |
 | Alchemist | 27 | 84.38% | 83.0 | 55.56% | +15.56% | +1.58% | -12.70% | -5.39% | 21:11 | 16:15 | 18:10 | 19:30 | 20:49 | 45:45 | 02:39 | 01:57 |
 | Tinker | 1 | 33.33% | 81.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 00:00 | 00:00 |
 | Earth Spirit | 10 | 58.82% | 80.7 | 60.00% | +2.86% | -26.67% | +40.00% | 19.80% | 28:20 | 23:35 | 27:03 | 28:09 | 30:25 | 32:47 | 03:22 | 02:29 |
 | Night Stalker | 2 | 100.00% | 79.5 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 25:30 | 23:39 | 23:39 | 27:20 | 27:20 | 27:20 | 03:41 | 02:43 |
 | Monkey King | 30 | 69.77% | 78.4 | 53.33% | -0.52% | -15.83% | +18.10% | 5.36% | 23:55 | 16:53 | 19:43 | 23:25 | 26:03 | 47:03 | 06:20 | 04:41 |
 | Visage | 2 | 12.50% | 77.3 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 41:21 | 37:10 | 37:10 | 45:31 | 45:31 | 45:31 | 08:21 | 06:11 |
 | Ursa | 15 | 88.24% | 76.1 | 46.67% | -53.33% | +53.33% | -21.67% | -27.78% | 24:54 | 19:09 | 22:48 | 23:57 | 25:30 | 37:04 | 02:42 | 02:00 |
 | Morphling | 65 | 51.18% | 75.0 | 47.69% | -0.70% | +2.31% | -10.19% | -1.24% | 34:46 | 19:50 | 29:05 | 32:18 | 39:11 | 1:01:03 | 10:06 | 07:28 |
 | Terrorblade | 49 | 60.49% | 73.9 | 46.94% | -12.44% | -13.61% | +3.06% | 1.31% | 31:03 | 19:39 | 25:40 | 28:36 | 38:21 | 52:45 | 12:41 | 09:23 |
 | Bristleback | 1 | 25.00% | 72.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 00:00 | 00:00 |
 | Invoker | 1 | 25.00% | 71.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 00:00 | 00:00 |
 | Crystal Maiden | 2 | 10.00% | 70.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 42:36 | 40:31 | 40:31 | 44:40 | 44:40 | 44:40 | 04:09 | 03:04 |
 | Ember Spirit | 56 | 54.37% | 69.3 | 46.43% | -8.89% | +25.00% | -3.57% | -3.32% | 28:31 | 19:21 | 22:22 | 25:34 | 30:58 | 1:07:04 | 08:36 | 06:22 |
 | Templar Assassin | 21 | 61.76% | 68.2 | 47.62% | +1.47% | -7.62% | +12.38% | 2.46% | 27:11 | 20:32 | 23:15 | 24:47 | 31:22 | 37:03 | 08:07 | 06:00 |
 | Mars | 25 | 78.13% | 67.0 | 44.00% | +1.14% | +22.67% | -44.00% | -24.54% | 23:18 | 19:35 | 21:56 | 23:09 | 24:39 | 28:18 | 02:43 | 02:00 |
 | Doom | 56 | 70.89% | 65.9 | 42.86% | -4.97% | 0.00% | -7.15% | -0.75% | 27:16 | 15:49 | 21:18 | 25:28 | 30:48 | 47:24 | 09:30 | 07:02 |
 | Storm Spirit | 59 | 54.63% | 64.8 | 44.07% | -13.07% | -17.40% | +15.93% | 5.67% | 27:42 | 18:18 | 23:59 | 26:31 | 29:52 | 50:29 | 05:53 | 04:21 |
 | Kunkka | 7 | 87.50% | 63.6 | 42.86% | -57.14% | +7.14% | -42.86% | -6.06% | 19:30 | 13:26 | 14:33 | 17:50 | 22:48 | 27:28 | 08:15 | 06:06 |
 | Magnus | 46 | 42.59% | 62.5 | 45.65% | +0.49% | +4.35% | -36.56% | -5.09% | 29:33 | 19:25 | 24:47 | 28:41 | 32:49 | 51:37 | 08:02 | 05:57 |
 | Queen of Pain | 17 | 26.98% | 61.4 | 52.94% | -7.93% | +22.06% | -2.94% | -2.17% | 32:39 | 22:46 | 25:46 | 30:01 | 37:16 | 50:54 | 11:30 | 08:31 |
 | Batrider | 62 | 38.99% | 60.2 | 45.16% | -5.36% | -13.91% | +8.17% | 1.73% | 28:46 | 15:34 | 22:51 | 26:18 | 35:39 | 54:15 | 12:48 | 09:28 |
 | Leshrac | 6 | 60.00% | 59.1 | 50.00% | 0.00% | 0.00% | -50.00% | -30.93% | 27:18 | 17:57 | 27:11 | 28:30 | 28:48 | 32:50 | 01:37 | 01:11 |
 | Broodmother | 30 | 65.22% | 58.0 | 43.33% | +5.83% | +6.67% | -0.47% | -1.42% | 23:08 | 17:31 | 19:26 | 22:05 | 24:28 | 36:46 | 05:02 | 03:43 |
 | Clinkz | 2 | 7.69% | 56.8 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 35:24 | 24:43 | 24:43 | 46:04 | 46:04 | 46:04 | 21:21 | 15:48 |
 | Void Spirit | 26 | 20.31% | 55.7 | 50.00% | 0.00% | +7.14% | -33.33% | -2.96% | 38:25 | 19:14 | 30:52 | 35:03 | 44:33 | 57:28 | 13:41 | 10:08 |
 | Bloodseeker | 57 | 89.06% | 54.5 | 38.60% | -4.26% | +18.54% | -24.31% | -12.01% | 20:42 | 15:55 | 18:04 | 19:46 | 21:38 | 40:50 | 03:34 | 02:38 |
 | Legion Commander | 28 | 80.00% | 53.4 | 39.29% | +25.00% | +3.57% | +17.85% | 2.87% | 26:37 | 19:53 | 23:37 | 25:51 | 28:36 | 36:20 | 04:59 | 03:41 |
 | Chaos Knight | 5 | 83.33% | 52.3 | 40.00% | +40.00% | -40.00% | +60.00% | 22.14% | 24:14 | 21:27 | 21:27 | 23:25 | 25:58 | 28:02 | 04:31 | 03:20 |
 | Underlord | 4 | 8.89% | 51.1 | 75.00% | +11.59% | +25.00% | +25.00% | 0.00% | 41:37 | 30:20 | 30:20 | 41:33 | 43:12 | 51:21 | 12:52 | 09:31 |
 | Faceless Void | 18 | 69.23% | 50.0 | 38.89% | -23.61% | +21.11% | -38.89% | -9.70% | 25:46 | 18:19 | 21:34 | 22:47 | 27:45 | 43:09 | 06:11 | 04:34 |
 | Slark | 13 | 37.14% | 48.9 | 46.15% | +9.79% | -12.82% | -12.82% | 0.00% | 30:28 | 20:31 | 26:08 | 27:44 | 31:02 | 44:48 | 04:54 | 03:37 |
 | Timbersaw | 24 | 21.43% | 47.7 | 45.83% | -9.85% | -29.16% | -12.50% | 2.02% | 30:06 | 20:18 | 23:27 | 26:14 | 31:43 | 1:05:42 | 08:16 | 06:07 |
 | Medusa | 22 | 22.68% | 46.6 | 45.45% | -10.55% | +21.22% | +34.55% | 0.92% | 38:16 | 23:15 | 30:32 | 38:16 | 45:01 | 55:55 | 14:29 | 10:43 |
 | Shadow Fiend | 6 | 85.71% | 45.5 | 33.33% | +33.33% | +16.67% | -33.33% | -5.24% | 22:21 | 16:19 | 16:38 | 22:53 | 26:11 | 27:03 | 09:33 | 07:04 |
 | Tiny | 9 | 81.82% | 44.3 | 33.33% | +33.33% | +16.67% | +16.67% | 0.00% | 33:00 | 22:35 | 23:49 | 29:55 | 40:16 | 49:49 | 16:27 | 12:11 |
 | Viper | 1 | 12.50% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 12.50% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:18 | 46:18 | 46:18 | 46:18 | 46:18 | 46:18 | 00:00 | 00:00 |
 | Zeus | 1 | 10.00% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Naga Siren | 9 | 19.57% | 39.8 | 44.44% | -23.13% | +5.56% | +5.56% | 0.00% | 35:58 | 24:16 | 28:59 | 37:47 | 40:16 | 43:17 | 11:17 | 08:21 |
 | Troll Warlord | 3 | 75.00% | 38.6 | 33.33% | +33.33% | -33.33% | 0.00% | 3.67% | 20:52 | 17:18 | 17:18 | 18:54 | 26:23 | 26:23 | 09:05 | 06:43 |
 | Phoenix | 1 | 8.33% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 00:00 | 00:00 |
 | Weaver | 2 | 40.00% | 36.4 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 30:36 | 22:02 | 22:02 | 39:10 | 39:10 | 39:10 | 17:08 | 12:41 |
 | Phantom Assassin | 2 | 40.00% | 35.2 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 23:15 | 21:39 | 21:39 | 24:50 | 24:50 | 24:50 | 03:11 | 02:21 |
 | Dark Seer | 6 | 9.38% | 34.1 | 50.00% | -6.90% | 0.00% | +50.00% | 4.61% | 30:27 | 22:52 | 24:23 | 28:02 | 35:14 | 41:22 | 10:51 | 08:02 |
 | Necrophos | 2 | 33.33% | 33.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 31:12 | 16:37 | 16:37 | 45:47 | 45:47 | 45:47 | 29:10 | 21:36 |
 | Snapfire | 11 | 23.40% | 31.8 | 36.36% | -2.53% | -3.03% | +30.31% | 4.79% | 25:05 | 17:43 | 20:59 | 23:14 | 27:57 | 36:41 | 06:58 | 05:09 |
 | Mirana | 3 | 5.17% | 30.7 | 66.67% | +15.76% | +33.33% | 0.00% | 0.00% | 31:16 | 25:45 | 25:45 | 32:45 | 35:19 | 35:19 | 09:34 | 07:05 |
 | Arc Warden | 2 | 28.57% | 29.5 | 50.00% | -30.00% | +50.00% | 0.00% | 0.00% | 28:27 | 27:37 | 27:37 | 29:17 | 29:17 | 29:17 | 01:40 | 01:14 |
 | Death Prophet | 2 | 28.57% | 28.4 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 29:05 | 23:54 | 23:54 | 34:15 | 34:15 | 34:15 | 10:21 | 07:40 |
 | Lina | 2 | 25.00% | 27.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 32:29 | 28:42 | 28:42 | 36:16 | 36:16 | 36:16 | 07:34 | 05:36 |
 | Juggernaut | 4 | 8.89% | 26.1 | 50.00% | +8.54% | +50.00% | +50.00% | 0.00% | 45:11 | 37:38 | 37:38 | 38:54 | 39:23 | 1:04:50 | 01:45 | 01:17 |
 | Dragon Knight | 4 | 66.67% | 25.0 | 25.00% | +25.00% | -25.00% | +75.00% | 17.70% | 21:33 | 18:11 | 18:11 | 20:04 | 23:50 | 24:08 | 05:39 | 04:11 |
 | Drow Ranger | 3 | 42.86% | 23.9 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 34:47 | 26:24 | 26:24 | 32:47 | 45:10 | 45:10 | 18:46 | 13:54 |
 | Tidehunter | 1 | 2.38% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |
 | Anti-Mage | 7 | 35.00% | 21.6 | 28.57% | -17.58% | +21.43% | -28.57% | -24.00% | 36:27 | 26:47 | 36:00 | 36:54 | 38:05 | 42:22 | 02:05 | 01:32 |
 | Pangolier | 8 | 8.60% | 20.5 | 37.50% | -13.09% | +12.50% | +12.50% | 0.00% | 37:25 | 18:14 | 30:42 | 33:39 | 45:48 | 50:12 | 15:06 | 11:11 |
 | Enchantress | 4 | 5.00% | 19.3 | 50.00% | +9.21% | -50.00% | -50.00% | 0.00% | 46:09 | 36:30 | 36:30 | 41:40 | 42:55 | 1:03:30 | 06:25 | 04:45 |
 | Undying | 1 | 1.01% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |
 | Pugna | 1 | 0.73% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Bounty Hunter | 3 | 11.11% | 15.9 | 33.33% | -22.67% | -33.33% | 0.00% | 0.00% | 30:13 | 25:12 | 25:12 | 29:12 | 36:16 | 36:16 | 11:04 | 08:11 |
 | Rubick | 2 | 1.67% | 14.8 | 50.00% | +4.24% | +50.00% | 0.00% | 0.00% | 56:27 | 41:55 | 41:55 | 1:10:59 | 1:10:59 | 1:10:59 | 29:04 | 21:31 |
 | Lycan | 4 | 14.29% | 13.6 | 25.00% | -37.50% | +75.00% | -25.00% | 0.00% | 36:46 | 23:26 | 23:26 | 34:07 | 41:54 | 47:38 | 18:28 | 13:40 |
 | Wraith King | 3 | 60.00% | 12.5 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 27:30 | 22:12 | 22:12 | 28:18 | 31:59 | 31:59 | 09:47 | 07:14 |
 | Brewmaster | 1 | 11.11% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |
 | Techies | 1 | 0.52% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:06 | 33:06 | 33:06 | 33:06 | 33:06 | 33:06 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 1.11% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 2.08% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:36 | 24:36 | 24:36 | 24:36 | 24:36 | 24:36 | 00:00 | 00:00 |
 | Phantom Lancer | 1 | 3.70% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:08 | 56:08 | 56:08 | 56:08 | 56:08 | 56:08 | 00:00 | 00:00 |
 | Razor | 2 | 100.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:06 | 14:57 | 14:57 | 19:14 | 19:14 | 19:14 | 04:17 | 03:10 |
 | Puck | 2 | 4.65% | 4.5 | 0.00% | -48.78% | 0.00% | 0.00% | 0.00% | 34:15 | 33:36 | 33:36 | 34:53 | 34:53 | 34:53 | 01:17 | 00:57 |
 | Marci | 3 | 50.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:27 | 23:10 | 23:10 | 26:43 | 35:28 | 35:28 | 12:18 | 09:06 |
 | Sniper | 1 | 33.33% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 00:00 | 00:00 |
 | Tusk | 1 | 10.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 |